Autonomous Systems

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Visual Perception for Self-Driving Cars (Coursera)

Welcome to Visual Perception for Self-Driving Cars, the third course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the main perception tasks in autonomous driving, static and dynamic object detection, and will survey common computer vision methods for robotic perception. By the end of [...]

State Estimation and Localization for Self-Driving Cars (Coursera)

Welcome to State Estimation and Localization for Self-Driving Cars, the second course in University of Toronto’s Self-Driving Cars Specialization. We recommend you take the first course in the Specialization prior to taking this course. This course will introduce you to the different sensors and how we can use them [...]

Introduction to Self-Driving Cars (Coursera)

Welcome to Introduction to Self-Driving Cars, the first course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the terminology, design considerations and safety assessment of self-driving cars. By the end of this course, you will be able to: Understand commonly used hardware used [...]

Capstone: Autonomous Runway Detection for IoT (Coursera)

The students will develop a larger system using the learning outcomes from these courses, and the students will evaluate the developed system in a real-world programming environment. This course is a true engineering task in which the student must, not only implement the algorithm code, but also handle the [...]

Autonomous Aerospace Systems (Coursera)

May 13th 2024
Autonomous Aerospace Systems (Coursera)
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The course aims to provide the knowledge needed to design and develop efficient driving and navigation solutions for autonomous vehicles. Driving can be strategic or tactical while navigation is the function that provides information about the position, speed and orientation of the vehicle. It is made by integrating measurement [...]

Requirement Specifications for Autonomous Systems (Coursera)

This course will discuss different ways of formally modeling requirements of interest for autonomous systems. Examples of such requirements include stability, invariance, reachability, regular languages, omega-regular languages, and linear temporal logic properties. In addition, it will introduce non-deterministic finite and büchi automata for recognizing, respectively, regular languages and [...]

Modeling of Autonomous Systems (Coursera)

This course will explain the core structure in any autonomous system which includes sensors, actuators, and potentially communication networks. Then, it will cover different formal modeling frameworks used for autonomous systems including state-space representations (difference or differential equations), timed automata, hybrid automata, and in general transition systems. It will [...]

The Road to Autonomy: Exploring EV Technologies (Coursera)

May 6th 2024
The Road to Autonomy: Exploring EV Technologies (Coursera)
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Electric Vehicle Autonomous Technologies is a dynamic and forward-looking course that covers the transformative realm of autonomous electric vehicles (AEVs). In an era where transportation is on the brink of a revolution, this course provides a setting to analyze the fusion of electric propulsion and autonomous driving. It explores [...]

Decision-Making for Autonomous Systems (edX)

Learn effective tactics for making key decisions when working with autonomous, self-driving vehicles. In autonomous vehicles such as self-driving cars, we find a number of interesting and challenging decision-making problems. Starting from the autonomous driving of a single vehicle, to the coordination among multiple vehicles. This course will teach [...]

Multi-Object Tracking for Automotive Systems (edX)

Learn how to localize and track dynamic objects with a range of applications including autonomous vehicles. Autonomous vehicles, such as self-driving cars, rely critically on an accurate perception of their environment. In this course, we will teach you the fundamentals of multi-object tracking for automotive systems. [...]